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Record W7116213699

Amphorae from the citadel of Roses (High Empire, Low Empire and Late Antiquity) = Les Àmfores de la Ciutadella de Roses (Alt Imperi, Baix Imperi i Antiguitat tardana)

2025· article· ca· W7116213699 on OpenAlexaboutno aff

Bibliographic record

VenueUniversitat de Girona Digital Repository (Universitat de Girona) · 2025
Typearticle
Languageca
FieldArts and Humanities
TopicArchaeological and Historical Studies
Canadian institutionsnot available
Fundersnot available
KeywordsEmpireQuarter (Canadian coin)PalaeographyWhite (mutation)
DOInot available

Abstract

fetched live from OpenAlex

La història de la recerca arqueològica a Roses és llarga i complicada, plena de vacil·lacions, d’aturades, d’intensos moments de perill que feien pensar en la desaparició física d’un conjunt que s’acabava de declarar monument historicoartístic. I, tanmateix, a partir de 1945, amb més o menys continuïtat i dedicació, les campanyes d’excavació, de neteja, de consolidació, de diferent intensitat i durada, han estat una constant. Aquells treballs permeteren recuperar una quantitat extraordinària de material arqueològic que, per diverses raons, no fou publicat o només ho ha estat puntualment, i que estava en perill de romandre en els llims pels segles dels segles. Aquesta publicació que teniu a les mans enceta una nova col·lecció que pretén omplir aquest vuit i proporcionar a investigadors, erudits i interessats un cúmul de dades que, d’altra manera, es perdrien per sempre

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.264
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0030.006
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.007
GPT teacher head0.200
Teacher spread0.193 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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